🌍 Climate
Crop disease detection for smallholders
On-device vision models that spot crop blight early, protecting harvests for farmers with no agronomist nearby.
Impact drivers
density 77.8 / 100Each driver is normalised 0–1, then weighted. Nothing is hidden.
- Reach × 0.35120M people
- Urgency × 0.2560%
- Tractability × 0.2575%
- Evidence quality × 0.1560%
Diminishing returns
Total impact vs GPU-hours. The first hours buy the most; the dashed red line marks where returns start to saturate (~15k hrs).
Provable inputs
The exact parameters behind this score, fingerprinted so anyone can confirm the ranking used these numbers — not others.
project-params.sha256
$ sha256sum project-params.jsoncc42a145dcdbbd80d20d03fbf83867efd993e55a465d434a294371095495e615fingerprint cc42a145…95e615